Package evaluation of DPMMSubClustersStreaming on Julia 1.13.0-DEV.774 (40c6d1b7c1*) started at 2025-06-24T18:22:52.448 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 6.9s ################################################################################ # Installation # Installing DPMMSubClustersStreaming... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [04147abc] + DPMMSubClustersStreaming v0.1.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [66dad0bd] + AliasTables v1.1.3 [d360d2e6] + ChainRulesCore v1.25.2 ⌅ [aaaa29a8] + Clustering v0.14.4 [34da2185] + Compat v4.16.0 [a33af91c] + CompositionsBase v0.1.2 [187b0558] + ConstructionBase v1.6.0 [04147abc] + DPMMSubClustersStreaming v0.1.1 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [b4f34e82] + Distances v0.10.12 [aaf54ef3] + DistributedArrays v0.6.7 [31c24e10] + Distributions v0.25.120 [ffbed154] + DocStringExtensions v0.9.5 [5789e2e9] + FileIO v1.17.0 [1a297f60] + FillArrays v1.13.0 [d9f16b24] + Functors v0.5.2 [34004b35] + HypergeometricFunctions v0.3.28 [18e54dd8] + IntegerMathUtils v0.1.2 ⌅ [92d709cd] + IrrationalConstants v0.1.1 [692b3bcd] + JLLWrappers v1.7.0 [ec8451be] + KernelFunctions v0.10.65 [2ab3a3ac] + LogExpFunctions v0.3.29 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [15e1cf62] + NPZ v0.4.3 [b8a86587] + NearestNeighbors v0.4.21 [bac558e1] + OrderedCollections v1.8.1 [90014a1f] + PDMats v0.11.35 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [27ebfcd6] + Primes v0.5.7 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [79098fc4] + Rmath v0.8.0 [a2af1166] + SortingAlgorithms v1.2.1 ⌅ [276daf66] + SpecialFunctions v1.8.8 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 ⌅ [2913bbd2] + StatsBase v0.33.21 [4c63d2b9] + StatsFuns v1.5.0 [62fd8b95] + TensorCore v0.1.1 [a5390f91] + ZipFile v0.10.1 [700de1a5] + ZygoteRules v0.2.7 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [f43a241f] + Downloads v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [de0858da] + Printf v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [4607b0f0] + SuiteSparse [fa267f1f] + TOML v1.0.3 [a4e569a6] + Tar v1.10.0 [8dfed614] + Test v1.11.0 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [458c3c95] + OpenSSL_jll v3.5.0+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850b90] + libblastrampoline_jll v5.13.1+0 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Installation completed after 3.48s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 74.78s ################################################################################ # Testing # Testing DPMMSubClustersStreaming Status `/tmp/jl_IF3Cim/Project.toml` ⌅ [aaaa29a8] Clustering v0.14.4 [04147abc] DPMMSubClustersStreaming v0.1.1 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ec8451be] KernelFunctions v0.10.65 [15e1cf62] NPZ v0.4.3 ⌅ [276daf66] SpecialFunctions v1.8.8 ⌅ [2913bbd2] StatsBase v0.33.21 [8ba89e20] Distributed v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_IF3Cim/Manifest.toml` [66dad0bd] AliasTables v1.1.3 [d360d2e6] ChainRulesCore v1.25.2 ⌅ [aaaa29a8] Clustering v0.14.4 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [187b0558] ConstructionBase v1.6.0 [04147abc] DPMMSubClustersStreaming v0.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.22 [b4f34e82] Distances v0.10.12 [aaf54ef3] DistributedArrays v0.6.7 [31c24e10] Distributions v0.25.120 [ffbed154] DocStringExtensions v0.9.5 [5789e2e9] FileIO v1.17.0 [1a297f60] FillArrays v1.13.0 [d9f16b24] Functors v0.5.2 [34004b35] HypergeometricFunctions v0.3.28 [18e54dd8] IntegerMathUtils v0.1.2 ⌅ [92d709cd] IrrationalConstants v0.1.1 [692b3bcd] JLLWrappers v1.7.0 [ec8451be] KernelFunctions v0.10.65 [2ab3a3ac] LogExpFunctions v0.3.29 [1914dd2f] MacroTools v0.5.16 [e1d29d7a] Missings v1.2.0 [15e1cf62] NPZ v0.4.3 [b8a86587] NearestNeighbors v0.4.21 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [27ebfcd6] Primes v0.5.7 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [189a3867] Reexport v1.2.2 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [a2af1166] SortingAlgorithms v1.2.1 ⌅ [276daf66] SpecialFunctions v1.8.8 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 ⌅ [2913bbd2] StatsBase v0.33.21 [4c63d2b9] StatsFuns v1.5.0 [62fd8b95] TensorCore v0.1.1 [a5390f91] ZipFile v0.10.1 [700de1a5] ZygoteRules v0.2.7 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Loading and distributing data: 2.762832 seconds (1.22 M allocations: 70.771 MiB, 99.89% compilation time) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:13.210283994674683 || Total time:13.210283994674683 Iteration: 1 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.004426002502441406 || Total time:13.214709997177124 Iteration: 2 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.0037801265716552734 || Total time:13.21849012374878 Iteration: 3 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.003915071487426758 || Total time:13.222405195236206 Iteration: 4 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.003994941711425781 || Total time:13.226400136947632 Iteration: 5 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.015532970428466797 || Total time:13.241933107376099 Iteration: 6 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.003979921340942383 || Total time:13.245913028717041 Iteration: 7 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.0038030147552490234 || Total time:13.24971604347229 Iteration: 8 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.0038650035858154297 || Total time:13.253581047058105 Iteration: 9 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.0037539005279541016 || Total time:13.25733494758606 Iteration: 10 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.0039598941802978516 || Total time:13.261294841766357 Iteration: 11 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.00396418571472168 || Total time:13.265259027481079 Iteration: 12 || Clusters count: 1 || Log posterior: -233017.63173629093 || Iter Time:0.004068851470947266 || Total time:13.269327878952026 Iteration: 13 || Clusters count: 2 || Log posterior: -232583.40933591308 || Iter Time:2.9616119861602783 || Total time:16.230939865112305 Iteration: 14 || Clusters count: 2 || Log posterior: -232579.03511827678 || Iter Time:0.005218982696533203 || Total time:16.236158847808838 Iteration: 15 || Clusters count: 2 || Log posterior: -232572.28802976792 || Iter Time:0.005099058151245117 || Total time:16.241257905960083 Iteration: 16 || Clusters count: 2 || Log posterior: -232569.0225600115 || Iter Time:0.005452156066894531 || Total time:16.246710062026978 Iteration: 17 || Clusters count: 2 || Log posterior: -232574.72017934534 || Iter Time:0.0054950714111328125 || Total time:16.25220513343811 Iteration: 18 || Clusters count: 2 || Log posterior: -232587.86316903168 || Iter Time:0.004214048385620117 || Total time:16.25641918182373 Iteration: 19 || Clusters count: 2 || Log posterior: -232599.20264200025 || Iter Time:0.005125999450683594 || Total time:16.261545181274414 Iteration: 20 || Clusters count: 2 || Log posterior: -232507.4251781438 || Iter Time:2.6072850227355957 || Total time:18.86883020401001 Loading and distributing data: 0.000679 seconds (128 allocations: 395.992 KiB) Iteration: 21 || Clusters count: 2 || Log posterior: -232664.45589989665 || Iter Time:0.024876832962036133 || Total time:18.893707036972046 Iteration: 22 || Clusters count: 2 || Log posterior: -232611.4235885886 || Iter Time:0.0043179988861083984 || Total time:18.898025035858154 Iteration: 23 || Clusters count: 2 || Log posterior: -232606.33948326707 || Iter Time:0.004019021987915039 || Total time:18.90204405784607 Iteration: 24 || Clusters count: 2 || Log posterior: -232578.9302265983 || Iter Time:0.004021883010864258 || Total time:18.906065940856934 Iteration: 25 || Clusters count: 2 || Log posterior: -232534.12959467692 || Iter Time:0.004124879837036133 || Total time:18.91019082069397 Iteration: 26 || Clusters count: 2 || Log posterior: -232548.7858409963 || Iter Time:0.004110097885131836 || Total time:18.9143009185791 Iteration: 27 || Clusters count: 2 || Log posterior: -232558.0115335931 || Iter Time:0.003993988037109375 || Total time:18.91829490661621 Iteration: 28 || Clusters count: 3 || Log posterior: -232109.90198198144 || Iter Time:0.0051081180572509766 || Total time:18.923403024673462 Iteration: 29 || Clusters count: 3 || Log posterior: -232015.5467172975 || Iter Time:0.004428863525390625 || Total time:18.927831888198853 Iteration: 30 || Clusters count: 3 || Log posterior: -231993.90449709515 || Iter Time:0.004255056381225586 || Total time:18.932086944580078 Iteration: 31 || Clusters count: 3 || Log posterior: -231971.37376691072 || Iter Time:0.0043048858642578125 || Total time:18.936391830444336 Iteration: 32 || Clusters count: 3 || Log posterior: -231991.0015372076 || Iter Time:0.004164218902587891 || Total time:18.940556049346924 Iteration: 33 || Clusters count: 3 || Log posterior: -231959.77729895327 || Iter Time:0.004346132278442383 || Total time:18.944902181625366 Iteration: 34 || Clusters count: 3 || Log posterior: -231977.7651115 || Iter Time:0.004293918609619141 || Total time:18.949196100234985 Iteration: 35 || Clusters count: 4 || Log posterior: -231655.9185062106 || Iter Time:0.005526065826416016 || Total time:18.9547221660614 Iteration: 36 || Clusters count: 4 || Log posterior: -231596.6795934768 || Iter Time:0.004575014114379883 || Total time:18.95929718017578 Iteration: 37 || Clusters count: 4 || Log posterior: -231578.83341390666 || Iter Time:0.004394054412841797 || Total time:18.963691234588623 Iteration: 38 || Clusters count: 4 || Log posterior: -231578.29450581007 || Iter Time:0.0043239593505859375 || Total time:18.96801519393921 Iteration: 39 || Clusters count: 4 || Log posterior: -231600.10485005108 || Iter Time:0.004643917083740234 || Total time:18.97265911102295 Iteration: 40 || Clusters count: 4 || Log posterior: -231549.3568084259 || Iter Time:0.004533052444458008 || Total time:18.977192163467407 Iteration: 41 || Clusters count: 4 || Log posterior: -231481.20627045963 || Iter Time:0.004369974136352539 || Total time:18.98156213760376 Loading and distributing data: 0.000629 seconds (128 allocations: 395.992 KiB) Iteration: 42 || Clusters count: 4 || Log posterior: -261716.4564897052 || Iter Time:0.005077838897705078 || Total time:18.986639976501465 Iteration: 43 || Clusters count: 4 || Log posterior: -261630.98762874596 || Iter Time:0.004777193069458008 || Total time:18.991417169570923 Iteration: 44 || Clusters count: 4 || Log posterior: -261589.44851154133 || Iter Time:0.004748106002807617 || Total time:18.99616527557373 Iteration: 45 || Clusters count: 4 || Log posterior: -261600.68311570486 || Iter Time:0.0046617984771728516 || Total time:19.000827074050903 Iteration: 46 || Clusters count: 4 || Log posterior: -261576.32573795487 || Iter Time:0.004616975784301758 || Total time:19.005444049835205 Iteration: 47 || Clusters count: 4 || Log posterior: -261588.79148941877 || Iter Time:0.004783153533935547 || Total time:19.01022720336914 Iteration: 48 || Clusters count: 4 || Log posterior: -261564.82645488885 || Iter Time:0.004633188247680664 || Total time:19.01486039161682 Iteration: 49 || Clusters count: 4 || Log posterior: -261577.16074496583 || Iter Time:0.004694938659667969 || Total time:19.01955533027649 Iteration: 50 || Clusters count: 4 || Log posterior: -261611.1131613396 || Iter Time:0.004600048065185547 || Total time:19.024155378341675 Iteration: 51 || Clusters count: 5 || Log posterior: -261247.88575804804 || Iter Time:0.005652904510498047 || Total time:19.029808282852173 Iteration: 52 || Clusters count: 5 || Log posterior: -261101.82579625875 || Iter Time:0.0050201416015625 || Total time:19.034828424453735 Iteration: 53 || Clusters count: 6 || Log posterior: -260804.05615503318 || Iter Time:0.005969047546386719 || Total time:19.040797472000122 Iteration: 54 || Clusters count: 6 || Log posterior: -260726.70123155593 || Iter Time:0.005363941192626953 || Total time:19.04616141319275 Iteration: 55 || Clusters count: 6 || Log posterior: -260741.00973278607 || Iter Time:0.005227088928222656 || Total time:19.05138850212097 Iteration: 56 || Clusters count: 6 || Log posterior: -260733.6168426142 || Iter Time:0.005203962326049805 || Total time:19.05659246444702 Iteration: 57 || Clusters count: 8 || Log posterior: -260200.14404711136 || Iter Time:0.006788969039916992 || Total time:19.06338143348694 Iteration: 58 || Clusters count: 8 || Log posterior: -260043.17892550363 || Iter Time:0.005861997604370117 || Total time:19.06924343109131 Iteration: 59 || Clusters count: 8 || Log posterior: -260062.21022442853 || Iter Time:0.005961179733276367 || Total time:19.075204610824585 Iteration: 60 || Clusters count: 8 || Log posterior: -260029.76347094483 || Iter Time:0.006056785583496094 || Total time:19.08126139640808 Iteration: 61 || Clusters count: 8 || Log posterior: -259997.15719004272 || Iter Time:0.005795955657958984 || Total time:19.08705735206604 Iteration: 62 || Clusters count: 8 || Log posterior: -259915.0573636107 || Iter Time:0.026011943817138672 || Total time:19.11306929588318 Loading and distributing data: 0.000572 seconds (128 allocations: 395.992 KiB) Iteration: 63 || Clusters count: 8 || Log posterior: -260222.4128252781 || Iter Time:0.005583047866821289 || Total time:19.11865234375 Iteration: 64 || Clusters count: 8 || Log posterior: -260141.701132115 || Iter Time:0.0055959224700927734 || Total time:19.124248266220093 Iteration: 65 || Clusters count: 8 || Log posterior: -260107.7975057597 || Iter Time:0.005641937255859375 || Total time:19.129890203475952 Iteration: 66 || Clusters count: 10 || Log posterior: -259374.54841736908 || Iter Time:0.0069119930267333984 || Total time:19.136802196502686 Iteration: 67 || Clusters count: 10 || Log posterior: -259306.75689306558 || Iter Time:0.006208181381225586 || Total time:19.14301037788391 Iteration: 68 || Clusters count: 12 || Log posterior: -258482.8656748575 || Iter Time:0.007239103317260742 || Total time:19.150249481201172 Iteration: 69 || Clusters count: 12 || Log posterior: -258377.85405983002 || Iter Time:0.01797008514404297 || Total time:19.168219566345215 Iteration: 70 || Clusters count: 12 || Log posterior: -258358.30003498698 || Iter Time:0.006376981735229492 || Total time:19.174596548080444 Iteration: 71 || Clusters count: 12 || Log posterior: -258364.76599290947 || Iter Time:0.006784915924072266 || Total time:19.181381464004517 Iteration: 72 || Clusters count: 14 || Log posterior: -257636.68909742055 || Iter Time:0.007860898971557617 || Total time:19.189242362976074 Iteration: 73 || Clusters count: 14 || Log posterior: -257530.47557047487 || Iter Time:0.006860971450805664 || Total time:19.19610333442688 Iteration: 74 || Clusters count: 15 || Log posterior: -257040.57602954388 || Iter Time:0.01972508430480957 || Total time:19.21582841873169 Iteration: 75 || Clusters count: 15 || Log posterior: -256989.51749264065 || Iter Time:0.007179975509643555 || Total time:19.223008394241333 Iteration: 76 || Clusters count: 15 || Log posterior: -256998.24958740085 || Iter Time:0.007122993469238281 || Total time:19.23013138771057 Iteration: 77 || Clusters count: 15 || Log posterior: -257018.66082486813 || Iter Time:0.007151126861572266 || Total time:19.237282514572144 Iteration: 78 || Clusters count: 15 || Log posterior: -257008.5524363423 || Iter Time:0.007283210754394531 || Total time:19.244565725326538 Iteration: 79 || Clusters count: 15 || Log posterior: -256994.4543783407 || Iter Time:0.007055997848510742 || Total time:19.25162172317505 Iteration: 80 || Clusters count: 15 || Log posterior: -256998.48017237624 || Iter Time:0.007100820541381836 || Total time:19.25872254371643 Iteration: 81 || Clusters count: 16 || Log posterior: -256648.88806965112 || Iter Time:0.6642439365386963 || Total time:19.922966480255127 Iteration: 82 || Clusters count: 16 || Log posterior: -256611.82083652983 || Iter Time:0.007972002029418945 || Total time:19.930938482284546 Iteration: 83 || Clusters count: 16 || Log posterior: -256594.23054662204 || Iter Time:0.020555973052978516 || Total time:19.951494455337524 Loading and distributing data: 0.000537 seconds (128 allocations: 395.992 KiB) Iteration: 84 || Clusters count: 17 || Log posterior: -255763.34576305829 || Iter Time:0.009157896041870117 || Total time:19.960652351379395 Iteration: 85 || Clusters count: 17 || Log posterior: -255644.0824371882 || Iter Time:0.008744955062866211 || Total time:19.96939730644226 Iteration: 86 || Clusters count: 17 || Log posterior: -255644.76430442408 || Iter Time:0.008820056915283203 || Total time:19.978217363357544 Iteration: 87 || Clusters count: 17 || Log posterior: -255646.41623238276 || Iter Time:0.010164022445678711 || Total time:19.988381385803223 Iteration: 88 || Clusters count: 17 || Log posterior: -255645.41563235165 || Iter Time:0.010515928268432617 || Total time:19.998897314071655 Iteration: 89 || Clusters count: 17 || Log posterior: 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Time:0.016766071319580078 || Total time:20.207056045532227 Iteration: 104 || Clusters count: 18 || Log posterior: -255157.39982377447 || Iter Time:0.012835025787353516 || Total time:20.21989107131958 Loading and distributing data: 0.000631 seconds (128 allocations: 395.992 KiB) Iteration: 105 || Clusters count: 18 || Log posterior: -255156.20270864223 || Iter Time:0.014006853103637695 || Total time:20.233897924423218 Iteration: 106 || Clusters count: 18 || Log posterior: -255122.7297725507 || Iter Time:0.0161440372467041 || Total time:20.250041961669922 Iteration: 107 || Clusters count: 18 || Log posterior: -255119.4274241194 || Iter Time:0.013289928436279297 || Total time:20.2633318901062 Iteration: 108 || Clusters count: 18 || Log posterior: -255118.7408018666 || Iter Time:0.014553070068359375 || Total time:20.27788496017456 Iteration: 109 || Clusters count: 18 || Log posterior: -255124.61216024225 || Iter Time:0.017518997192382812 || Total time:20.295403957366943 Iteration: 110 || 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Log posterior: -254665.4878369893 || Iter Time:0.015353918075561523 || Total time:20.534281969070435 Iteration: 125 || Clusters count: 19 || Log posterior: -254665.4878369893 || Iter Time:0.01406407356262207 || Total time:20.548346042633057 Loading and distributing data: 0.003188 seconds (128 allocations: 395.992 KiB, 78.04% gc time) Iteration: 126 || Clusters count: 19 || Log posterior: -254844.31796625524 || Iter Time:0.01565384864807129 || Total time:20.563999891281128 Iteration: 127 || Clusters count: 19 || Log posterior: -254806.9992344056 || Iter Time:0.015390872955322266 || Total time:20.57939076423645 Iteration: 128 || Clusters count: 19 || Log posterior: -254814.8019228678 || Iter Time:0.018226146697998047 || Total time:20.59761691093445 Iteration: 129 || Clusters count: 19 || Log posterior: -254816.7095709934 || Iter Time:0.015395164489746094 || Total time:20.613012075424194 Iteration: 130 || Clusters count: 19 || Log posterior: -254805.89350807184 || Iter 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|| Clusters count: 20 || Log posterior: -254462.85617778 || Iter Time:0.01846003532409668 || Total time:20.995168685913086 Iteration: 152 || Clusters count: 20 || Log posterior: -254461.5333057481 || Iter Time:0.015904903411865234 || Total time:21.01107358932495 Iteration: 153 || Clusters count: 20 || Log posterior: -254462.01540464518 || Iter Time:0.01595592498779297 || Total time:21.027029514312744 Iteration: 154 || Clusters count: 20 || Log posterior: -254457.09511682246 || Iter Time:0.019494056701660156 || Total time:21.046523571014404 Iteration: 155 || Clusters count: 20 || Log posterior: -254467.5920260868 || Iter Time:0.01568913459777832 || Total time:21.062212705612183 Iteration: 156 || Clusters count: 20 || Log posterior: -254464.17362490259 || Iter Time:0.01559305191040039 || Total time:21.077805757522583 Iteration: 157 || Clusters count: 20 || Log posterior: -254462.8891183669 || Iter Time:0.01887202262878418 || Total time:21.096677780151367 Iteration: 158 || Clusters count: 20 || Log posterior: -254465.6554438027 || Iter Time:0.01559305191040039 || Total time:21.112270832061768 Iteration: 159 || Clusters count: 20 || Log posterior: -254458.82444116817 || Iter Time:0.018310070037841797 || Total time:21.13058090209961 Iteration: 160 || Clusters count: 20 || Log posterior: -254460.0773466159 || Iter Time:0.01692986488342285 || Total time:21.147510766983032 Iteration: 161 || Clusters count: 20 || Log posterior: -254458.70320280173 || Iter Time:0.016781091690063477 || Total time:21.164291858673096 Iteration: 162 || Clusters count: 20 || Log posterior: -254459.46103895726 || Iter Time:0.02179121971130371 || Total time:21.1860830783844 Iteration: 163 || Clusters count: 20 || Log posterior: -254456.66077820878 || Iter Time:0.018283843994140625 || Total time:21.20436692237854 Iteration: 164 || Clusters count: 20 || Log posterior: -254460.3334703408 || Iter Time:0.021008014678955078 || Total time:21.225374937057495 Iteration: 165 || Clusters count: 20 || Log posterior: -254463.35493093697 || Iter Time:0.01829385757446289 || Total time:21.243668794631958 Iteration: 166 || Clusters count: 20 || Log posterior: -254462.47267458093 || Iter Time:0.021466970443725586 || Total time:21.265135765075684 Iteration: 167 || Clusters count: 20 || Log posterior: -254458.20668005224 || Iter Time:0.01745009422302246 || Total time:21.282585859298706 Loading and distributing data: 0.000579 seconds (128 allocations: 395.992 KiB) Iteration: 168 || Clusters count: 20 || Log posterior: -254849.5360260817 || Iter Time:0.019443988800048828 || Total time:21.302029848098755 Iteration: 169 || Clusters count: 20 || Log posterior: -254831.87087700827 || Iter Time:0.02103400230407715 || Total time:21.323063850402832 Iteration: 170 || Clusters count: 20 || Log posterior: -254826.49799754634 || Iter Time:0.017876148223876953 || Total time:21.34093999862671 Iteration: 171 || Clusters count: 20 || Log posterior: -254826.49799754634 || Iter Time:0.020966053009033203 || Total 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time:21.628942251205444 Iteration: 186 || Clusters count: 20 || Log posterior: -254827.53821380352 || Iter Time:0.021893978118896484 || Total time:21.65083622932434 Iteration: 187 || Clusters count: 20 || Log posterior: -254828.87812429658 || Iter Time:0.01859116554260254 || Total time:21.669427394866943 Iteration: 188 || Clusters count: 20 || Log posterior: -254828.87812429658 || Iter Time:0.020537137985229492 || Total time:21.689964532852173 Loading and distributing data: 0.000572 seconds (128 allocations: 395.992 KiB) Iteration: 189 || Clusters count: 20 || Log posterior: -254586.7803296323 || Iter Time:0.017930984497070312 || Total time:21.707895517349243 Iteration: 190 || Clusters count: 20 || Log posterior: -254559.29343160885 || Iter Time:0.019585847854614258 || Total time:21.727481365203857 Iteration: 191 || Clusters count: 20 || Log posterior: -254555.4126929725 || Iter Time:0.017023086547851562 || Total time:21.74450445175171 Iteration: 192 || Clusters count: 20 || Log posterior: -254486.57069823318 || Iter Time:0.016414880752563477 || Total time:21.760919332504272 Iteration: 193 || Clusters count: 20 || Log posterior: -254495.18568411784 || Iter Time:0.018932104110717773 || Total time:21.77985143661499 Iteration: 194 || Clusters count: 20 || Log posterior: -254496.31673868874 || Iter Time:0.015828847885131836 || Total time:21.795680284500122 Iteration: 195 || Clusters count: 20 || Log posterior: -254491.25589945156 || Iter Time:0.01563096046447754 || Total time:21.8113112449646 Iteration: 196 || Clusters count: 20 || Log posterior: -254491.25589945156 || Iter Time:0.018841981887817383 || Total time:21.830153226852417 Iteration: 197 || Clusters count: 20 || Log posterior: -254490.04781110943 || Iter Time:0.015638113021850586 || Total time:21.845791339874268 Iteration: 198 || Clusters count: 20 || Log posterior: -254495.2693497699 || Iter Time:0.018271923065185547 || Total time:21.864063262939453 Iteration: 199 || Clusters count: 20 || Log posterior: -254494.355454233 || Iter Time:0.015775203704833984 || Total time:21.879838466644287 Iteration: 200 || Clusters count: 20 || Log posterior: -254501.82294498011 || Iter Time:0.015556812286376953 || Total time:21.895395278930664 Iteration: 201 || Clusters count: 20 || Log posterior: -254488.8690370824 || Iter Time:0.018474102020263672 || Total time:21.913869380950928 Iteration: 202 || Clusters count: 20 || Log posterior: -254494.7988130404 || Iter Time:0.015658855438232422 || Total time:21.92952823638916 Iteration: 203 || Clusters count: 20 || Log posterior: -254488.2295153064 || Iter Time:0.018694162368774414 || Total time:21.948222398757935 Iteration: 204 || Clusters count: 20 || Log posterior: -254488.2379289096 || Iter Time:0.017570018768310547 || Total time:21.965792417526245 Iteration: 205 || Clusters count: 20 || Log posterior: -254488.3919815208 || Iter Time:0.01755499839782715 || Total time:21.983347415924072 Iteration: 206 || Clusters count: 20 || Log posterior: -254492.27564573218 || Iter Time:0.021055936813354492 || Total time:22.004403352737427 Iteration: 207 || Clusters count: 20 || Log posterior: -254492.23959348383 || Iter Time:0.01834893226623535 || Total time:22.022752285003662 Iteration: 208 || Clusters count: 20 || Log posterior: -254492.16662565924 || Iter Time:0.02095508575439453 || Total time:22.043707370758057 Iteration: 209 || Clusters count: 20 || Log posterior: -254492.16662565924 || Iter Time:0.01727008819580078 || Total time:22.060977458953857 NMI: 0.8181663604136652 Test Summary: | Pass Total Time Streaming Data Multinomial 2 | 1 1 1m10.3s [836, 135613, 52770, 9126, 17147, 31224, 77846, 166788, 10997, 27741, 11316, 28099, 18958, 113223, 44564, 61171, 36715, 56348, 61809, 37709] Loading and distributing data: 0.000198 seconds (128 allocations: 13.180 KiB) Node Leaders: Dict{Any, Any}(1 => Any[1]) Iteration: 0 || Clusters count: 1 || Log posterior: -7153.759295385911 || Iter Time:3.4558451175689697 || Total time:3.4558451175689697 Iteration: 1 || Clusters count: 1 || Log posterior: -7153.759295385911 || Iter Time:0.003522157669067383 || Total time:3.459367275238037 Iteration: 2 || Clusters count: 1 || Log posterior: -7153.759295385911 || Iter Time:0.0024521350860595703 || Total time:3.4618194103240967 Iteration: 3 || Clusters count: 1 || Log posterior: -7153.759295385911 || Iter Time:0.002068042755126953 || Total time:3.4638874530792236 Iteration: 4 || Clusters count: 1 || Log posterior: -7153.759295385911 || Iter Time:0.002134084701538086 || Total time:3.4660215377807617 Iteration: 5 || Clusters count: 1 || Log posterior: -7153.759295385911 || Iter Time:0.0018811225891113281 || Total time:3.467902660369873 Iteration: 6 || Clusters count: 1 || Log posterior: -7153.759295385911 || Iter Time:0.0017650127410888672 || Total time:3.469667673110962 Iteration: 7 || Clusters count: 1 || Log posterior: -7153.759295385911 || Iter Time:0.0013949871063232422 || Total time:3.471062660217285 Iteration: 8 || Clusters count: 2 || Log posterior: -6473.408019837373 || Iter Time:0.14368510246276855 || Total time:3.6147477626800537 Iteration: 9 || Clusters count: 2 || Log posterior: -6480.872728847678 || Iter Time:0.002062082290649414 || Total time:3.616809844970703 Iteration: 10 || Clusters count: 2 || Log posterior: -6492.628241135923 || Iter Time:0.001971006393432617 || Total time:3.6187808513641357 Iteration: 11 || Clusters count: 2 || Log posterior: -6498.81875011011 || Iter Time:0.002067089080810547 || Total time:3.6208479404449463 Iteration: 12 || Clusters count: 2 || Log posterior: -6484.88170954096 || Iter Time:0.0017330646514892578 || Total time:3.6225810050964355 Iteration: 13 || Clusters count: 2 || Log posterior: -6478.0335108365725 || Iter Time:0.0014019012451171875 || Total time:3.6239829063415527 Iteration: 14 || Clusters count: 2 || Log posterior: -6484.5114492849025 || Iter Time:0.0017368793487548828 || Total time:3.6257197856903076 Iteration: 15 || Clusters count: 2 || Log posterior: -6499.829013665512 || Iter Time:0.001811981201171875 || Total time:3.6275317668914795 Iteration: 16 || Clusters count: 2 || Log posterior: -6504.9147715266 || Iter Time:0.0020890235900878906 || Total time:3.6296207904815674 Iteration: 17 || Clusters count: 2 || Log posterior: -6502.217270768872 || Iter Time:0.0023069381713867188 || Total time:3.631927728652954 Iteration: 18 || Clusters count: 3 || Log posterior: -6429.075281859576 || Iter Time:0.005494117736816406 || Total time:3.6374218463897705 Iteration: 19 || Clusters count: 4 || Log posterior: -6388.07526973851 || Iter Time:0.005445003509521484 || Total time:3.642866849899292 Iteration: 20 || Clusters count: 4 || Log posterior: -6341.983808949819 || Iter Time:0.002729177474975586 || Total time:3.6455960273742676 Iteration: 21 || Clusters count: 4 || Log posterior: -6329.94251942931 || Iter Time:0.0025801658630371094 || Total time:3.6481761932373047 Iteration: 22 || Clusters count: 4 || Log posterior: -6322.461846514058 || Iter Time:0.0025191307067871094 || Total time:3.650695323944092 Iteration: 23 || Clusters count: 4 || Log posterior: -6308.832090240265 || Iter Time:0.0031440258026123047 || Total time:3.653839349746704 Iteration: 24 || Clusters count: 4 || Log posterior: -6309.659450689834 || Iter Time:0.003031015396118164 || Total time:3.6568703651428223 Iteration: 25 || Clusters count: 4 || Log posterior: -6326.579595606957 || Iter Time:0.0032019615173339844 || Total time:3.6600723266601562 Iteration: 26 || Clusters count: 4 || Log posterior: -6336.041709828938 || Iter Time:0.0028989315032958984 || Total time:3.662971258163452 Iteration: 27 || Clusters count: 4 || Log posterior: -6326.127807994314 || Iter Time:0.0029380321502685547 || Total time:3.6659092903137207 Iteration: 28 || Clusters count: 5 || Log posterior: -6039.8740342133915 || Iter Time:0.006041049957275391 || Total time:3.671950340270996 Iteration: 29 || Clusters count: 6 || Log posterior: -5955.158505323237 || Iter Time:0.04786109924316406 || Total time:3.71981143951416 Iteration: 30 || Clusters count: 6 || Log posterior: -5925.32114614829 || Iter Time:1.210780143737793 || Total time:4.930591583251953 false [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] [2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2] Loading and distributing data: 0.000176 seconds (128 allocations: 13.180 KiB) Iteration: 31 || Clusters count: 7 || Log posterior: -5425.60823953222 || Iter Time:0.026736974716186523 || Total time:4.95732855796814 Iteration: 32 || Clusters count: 7 || Log posterior: -5347.2717239414205 || Iter Time:0.005572080612182617 || Total time:4.962900638580322 Loading and distributing data: 0.000098 seconds (128 allocations: 13.180 KiB) Iteration: 33 || Clusters count: 7 || Log posterior: -4274.187815429307 || Iter Time:0.0031969547271728516 || Total time:4.966097593307495 Iteration: 34 || Clusters count: 7 || Log posterior: -4274.187815429307 || Iter Time:0.005484104156494141 || Total time:4.971581697463989 Loading and distributing data: 0.000099 seconds (128 allocations: 13.180 KiB) Iteration: 35 || Clusters count: 7 || Log posterior: -3994.8973631065774 || Iter Time:0.003247976303100586 || Total time:4.97482967376709 Iteration: 36 || Clusters count: 7 || Log posterior: -3994.8973631065774 || Iter Time:0.005327939987182617 || Total time:4.9801576137542725 Loading and distributing data: 0.000104 seconds (128 allocations: 13.180 KiB) Iteration: 37 || Clusters count: 7 || Log posterior: -3992.4327257299447 || Iter Time:0.0033559799194335938 || Total time:4.983513593673706 Iteration: 38 || Clusters count: 7 || Log posterior: -3984.6119103828987 || Iter Time:0.005033016204833984 || Total time:4.98854660987854 Loading and distributing data: 0.000106 seconds (128 allocations: 13.180 KiB) Iteration: 39 || Clusters count: 7 || Log posterior: -3970.8201186757096 || Iter Time:0.0034339427947998047 || Total time:4.99198055267334 Iteration: 40 || Clusters count: 7 || Log posterior: -3970.8201186757096 || Iter Time:0.005852222442626953 || Total time:4.997832775115967 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 41 || Clusters count: 8 || Log posterior: -3982.5182332898685 || Iter Time:0.00409698486328125 || Total time:5.001929759979248 Iteration: 42 || Clusters count: 8 || Log posterior: -3904.9997980817343 || Iter Time:0.00669407844543457 || Total time:5.008623838424683 Loading and distributing data: 0.000128 seconds (128 allocations: 13.180 KiB) Iteration: 43 || Clusters count: 8 || Log posterior: -3898.5734679008715 || Iter Time:0.004255056381225586 || Total time:5.012878894805908 Iteration: 44 || Clusters count: 8 || Log posterior: -3863.9501095560813 || Iter Time:0.006715059280395508 || Total time:5.019593954086304 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 45 || Clusters count: 8 || Log posterior: -3845.1083065718594 || Iter Time:0.005518913269042969 || Total time:5.025112867355347 Iteration: 46 || Clusters count: 8 || Log posterior: -3831.2193916403535 || Iter Time:0.007275104522705078 || Total time:5.032387971878052 Loading and distributing data: 0.000095 seconds (128 allocations: 13.180 KiB) Iteration: 47 || Clusters count: 8 || Log posterior: -3853.629278069069 || Iter Time:0.004976987838745117 || Total time:5.037364959716797 Iteration: 48 || Clusters count: 8 || Log posterior: -3824.076311191249 || Iter Time:0.007798910140991211 || Total time:5.045163869857788 Loading and distributing data: 0.000096 seconds (128 allocations: 13.180 KiB) Iteration: 49 || Clusters count: 8 || Log posterior: -3847.9234058456796 || Iter Time:0.004539966583251953 || Total time:5.04970383644104 Iteration: 50 || Clusters count: 8 || Log posterior: -3822.3638414682373 || Iter Time:0.007570028305053711 || Total time:5.057273864746094 Loading and distributing data: 0.000095 seconds (128 allocations: 13.180 KiB) Iteration: 51 || Clusters count: 9 || Log posterior: -3811.1591843279202 || Iter Time:0.006867170333862305 || Total time:5.064141035079956 Iteration: 52 || Clusters count: 9 || Log posterior: -3761.4027405271577 || Iter Time:0.008244037628173828 || Total time:5.07238507270813 Loading and distributing data: 0.000111 seconds (128 allocations: 13.180 KiB) Iteration: 53 || Clusters count: 9 || Log posterior: -3764.1077274869717 || Iter Time:0.007688045501708984 || Total time:5.080073118209839 Iteration: 54 || Clusters count: 9 || Log posterior: -3754.033306839827 || Iter Time:0.010439872741699219 || Total time:5.090512990951538 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 55 || Clusters count: 9 || Log posterior: -3792.9979689191673 || Iter Time:0.007308006286621094 || Total time:5.097820997238159 Iteration: 56 || Clusters count: 9 || Log posterior: -3776.652798705229 || Iter Time:0.010444164276123047 || Total time:5.108265161514282 Loading and distributing data: 0.000120 seconds (128 allocations: 13.180 KiB) Iteration: 57 || Clusters count: 9 || Log posterior: -3779.820079535155 || Iter Time:0.0069010257720947266 || Total time:5.115166187286377 Iteration: 58 || Clusters count: 9 || Log posterior: -3766.8095059059115 || Iter Time:0.008521080017089844 || Total time:5.123687267303467 Loading and distributing data: 0.000106 seconds (128 allocations: 13.180 KiB) Iteration: 59 || Clusters count: 10 || Log posterior: -3776.2658934626706 || Iter Time:0.005934953689575195 || 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|| Log posterior: -3734.0275683804102 || Iter Time:0.006017923355102539 || Total time:5.172817707061768 Iteration: 66 || Clusters count: 11 || Log posterior: -3731.6893299575354 || Iter Time:0.008547067642211914 || Total time:5.1813647747039795 Loading and distributing data: 0.000108 seconds (128 allocations: 13.180 KiB) Iteration: 67 || Clusters count: 11 || Log posterior: -3759.248446174069 || Iter Time:0.005345821380615234 || Total time:5.186710596084595 Iteration: 68 || Clusters count: 11 || Log posterior: -3735.777336042256 || Iter Time:0.008208036422729492 || Total time:5.194918632507324 Loading and distributing data: 0.000104 seconds (128 allocations: 13.180 KiB) Iteration: 69 || Clusters count: 11 || Log posterior: -3752.643262149049 || Iter Time:0.006496906280517578 || Total time:5.201415538787842 Iteration: 70 || Clusters count: 11 || Log posterior: -3741.90115373865 || Iter Time:0.009418010711669922 || Total time:5.210833549499512 Loading and distributing data: 0.000114 seconds (128 allocations: 13.180 KiB) Iteration: 71 || Clusters count: 12 || Log posterior: -3734.5523665751316 || Iter Time:0.0072209835052490234 || Total time:5.218054533004761 Iteration: 72 || Clusters count: 12 || Log posterior: -3717.7983537935716 || Iter Time:0.011039972305297852 || Total time:5.229094505310059 Loading and distributing data: 0.000123 seconds (128 allocations: 13.180 KiB) Iteration: 73 || Clusters count: 13 || Log posterior: -3734.0862783031967 || Iter Time:0.008358001708984375 || Total time:5.237452507019043 Iteration: 74 || Clusters count: 12 || Log posterior: -3717.162180514456 || Iter Time:0.009734869003295898 || Total time:5.247187376022339 Loading and distributing data: 0.000109 seconds (128 allocations: 13.180 KiB) Iteration: 75 || Clusters count: 12 || Log posterior: -3737.2195370934223 || Iter Time:0.006161928176879883 || Total time:5.253349304199219 Iteration: 76 || Clusters count: 12 || Log posterior: -3714.409266765445 || Iter Time:0.009568929672241211 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Iteration: 121 || Clusters count: 12 || Log posterior: -3682.3732937647105 || Iter Time:0.007969856262207031 || Total time:5.7068586349487305 Iteration: 122 || Clusters count: 12 || Log posterior: -3682.3732937647105 || Iter Time:0.010387897491455078 || Total time:5.7172465324401855 Loading and distributing data: 0.000089 seconds (128 allocations: 13.180 KiB) Iteration: 123 || Clusters count: 12 || Log posterior: -3684.0086598400417 || Iter Time:0.007751941680908203 || Total time:5.724998474121094 Iteration: 124 || Clusters count: 12 || Log posterior: -3671.2035254104803 || Iter Time:0.009715795516967773 || Total time:5.7347142696380615 Loading and distributing data: 0.000083 seconds (128 allocations: 13.180 KiB) Iteration: 125 || Clusters count: 13 || Log posterior: -3653.4104598778054 || Iter Time:0.006981849670410156 || Total time:5.741696119308472 Iteration: 126 || Clusters count: 13 || Log posterior: -3642.638712261088 || Iter Time:0.009443044662475586 || Total 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Iteration: 143 || Clusters count: 12 || Log posterior: -3722.016621090199 || Iter Time:0.009615898132324219 || Total time:5.89631724357605 Iteration: 144 || Clusters count: 12 || Log posterior: -3717.3310663815278 || Iter Time:0.010046005249023438 || Total time:5.906363248825073 Loading and distributing data: 0.000090 seconds (128 allocations: 13.180 KiB) Iteration: 145 || Clusters count: 12 || Log posterior: -3725.3059464028256 || Iter Time:0.007302045822143555 || Total time:5.913665294647217 Iteration: 146 || Clusters count: 12 || Log posterior: -3704.717249184032 || Iter Time:0.009938955307006836 || Total time:5.923604249954224 Loading and distributing data: 0.000089 seconds (128 allocations: 13.180 KiB) Iteration: 147 || Clusters count: 12 || Log posterior: -3685.7009468292363 || Iter Time:0.0071010589599609375 || Total time:5.930705308914185 Iteration: 148 || Clusters count: 12 || Log posterior: -3674.7885286448177 || Iter Time:0.00976419448852539 || Total time:5.94046950340271 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|| Total time:6.31774640083313 Iteration: 188 || Clusters count: 12 || Log posterior: -3735.423365942509 || Iter Time:0.011371850967407227 || Total time:6.329118251800537 Loading and distributing data: 0.000118 seconds (128 allocations: 13.180 KiB) Iteration: 189 || Clusters count: 13 || Log posterior: -3709.319957775773 || Iter Time:0.008721113204956055 || Total time:6.337839365005493 Iteration: 190 || Clusters count: 13 || Log posterior: -3705.395482848189 || Iter Time:0.011008977890014648 || Total time:6.348848342895508 Loading and distributing data: 0.000112 seconds (128 allocations: 13.180 KiB) Iteration: 191 || Clusters count: 13 || Log posterior: -3707.7226806898366 || Iter Time:0.007481098175048828 || Total time:6.356329441070557 Iteration: 192 || Clusters count: 13 || Log posterior: -3694.033726282268 || Iter Time:0.01320505142211914 || Total time:6.369534492492676 Loading and distributing data: 0.000102 seconds (128 allocations: 13.180 KiB) Iteration: 193 || Clusters count: 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Iteration: 293 || Clusters count: 12 || Log posterior: -3668.2747371950177 || Iter Time:0.007818937301635742 || Total time:7.446615219116211 Iteration: 294 || Clusters count: 12 || Log posterior: -3660.2406990318523 || Iter Time:0.010679006576538086 || Total time:7.457294225692749 Loading and distributing data: 0.000085 seconds (128 allocations: 13.180 KiB) Iteration: 295 || Clusters count: 12 || Log posterior: -3664.5862839764663 || Iter Time:0.00780487060546875 || Total time:7.465099096298218 Iteration: 296 || Clusters count: 12 || Log posterior: -3653.6458579328328 || Iter Time:0.010737895965576172 || Total time:7.475836992263794 Loading and distributing data: 0.000091 seconds (128 allocations: 13.180 KiB) Iteration: 297 || Clusters count: 12 || Log posterior: -3687.420227175321 || Iter Time:0.008285999298095703 || Total time:7.48412299156189 Iteration: 298 || Clusters count: 12 || Log posterior: -3680.136271964345 || Iter Time:0.010860919952392578 || Total time:7.494983911514282 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Iteration: 487 || Clusters count: 12 || Log posterior: -3692.5369076933844 || Iter Time:0.008294820785522461 || Total time:9.550312995910645 Iteration: 488 || Clusters count: 12 || Log posterior: -3684.409510347896 || Iter Time:0.011662006378173828 || Total time:9.561975002288818 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 489 || Clusters count: 12 || Log posterior: -3645.8288796906086 || Iter Time:0.008327960968017578 || Total time:9.570302963256836 Iteration: 490 || Clusters count: 12 || Log posterior: -3627.0615538595753 || Iter Time:0.0109100341796875 || Total time:9.581212997436523 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 491 || Clusters count: 12 || Log posterior: -3688.574630333581 || Iter Time:0.008765935897827148 || Total time:9.58997893333435 Iteration: 492 || Clusters count: 12 || Log posterior: -3684.2880636728687 || Iter Time:0.011614084243774414 || Total time:9.601593017578125 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Iteration: 559 || Clusters count: 12 || Log posterior: -3724.5286656581484 || Iter Time:0.007344961166381836 || Total time:10.279817819595337 Iteration: 560 || Clusters count: 12 || Log posterior: -3713.999122691746 || Iter Time:0.010267972946166992 || Total time:10.290085792541504 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 561 || Clusters count: 12 || Log posterior: -3704.661361206835 || Iter Time:0.00801706314086914 || Total time:10.298102855682373 Iteration: 562 || Clusters count: 12 || Log posterior: -3695.063235362614 || Iter Time:0.01073002815246582 || Total time:10.308832883834839 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 563 || Clusters count: 12 || Log posterior: -3711.873402148592 || Iter Time:0.008189916610717773 || Total time:10.317022800445557 Iteration: 564 || Clusters count: 12 || Log posterior: -3700.1394737502783 || Iter Time:0.010993003845214844 || Total 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Iteration: 581 || Clusters count: 12 || Log posterior: -3713.3057014265614 || Iter Time:0.007387876510620117 || Total time:10.483405828475952 Iteration: 582 || Clusters count: 12 || Log posterior: -3697.07915603631 || Iter Time:0.010184049606323242 || Total time:10.493589878082275 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 583 || Clusters count: 13 || Log posterior: -3713.90073134572 || Iter Time:0.008556842803955078 || Total time:10.50214672088623 Iteration: 584 || Clusters count: 13 || Log posterior: -3708.73294907682 || Iter Time:0.011178970336914062 || Total time:10.513325691223145 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 585 || Clusters count: 12 || Log posterior: -3714.1557375070497 || Iter Time:0.007828950881958008 || Total time:10.521154642105103 Iteration: 586 || Clusters count: 12 || Log posterior: -3710.6411802660677 || Iter Time:0.010558128356933594 || Total time:10.531712770462036 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distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 747 || Clusters count: 12 || Log posterior: -3712.5539225921157 || Iter Time:0.007458925247192383 || Total time:12.241329193115234 Iteration: 748 || Clusters count: 12 || Log posterior: -3699.790744730231 || Iter Time:0.011718988418579102 || Total time:12.253048181533813 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 749 || Clusters count: 12 || Log posterior: -3723.810251252975 || Iter Time:0.008480072021484375 || Total time:12.261528253555298 Iteration: 750 || Clusters count: 12 || Log posterior: -3707.22015036363 || Iter Time:0.012382984161376953 || Total time:12.273911237716675 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 751 || Clusters count: 12 || Log posterior: -3693.577031656349 || Iter Time:0.008423089981079102 || Total time:12.282334327697754 Iteration: 752 || Clusters count: 12 || Log posterior: -3680.9342784245564 || Iter Time:0.01297903060913086 || Total time:12.295313358306885 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 753 || Clusters count: 12 || Log posterior: -3683.980048707981 || Iter Time:0.009077072143554688 || Total time:12.30439043045044 Iteration: 754 || Clusters count: 12 || Log posterior: -3677.688258175045 || Iter Time:0.01329183578491211 || Total time:12.317682266235352 Loading and distributing data: 0.000128 seconds (129 allocations: 13.195 KiB) Iteration: 755 || Clusters count: 12 || Log posterior: -3699.8147360090616 || Iter Time:0.010097026824951172 || Total time:12.327779293060303 Iteration: 756 || Clusters count: 12 || Log posterior: -3693.235499255183 || Iter Time:0.013561010360717773 || Total time:12.34134030342102 Loading and distributing data: 0.000131 seconds (129 allocations: 13.195 KiB) Iteration: 757 || Clusters count: 12 || Log posterior: -3753.0188993529996 || Iter Time:0.01071786880493164 || Total 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|| Log posterior: -3703.468534269989 || Iter Time:0.011161088943481445 || Total time:12.42970609664917 Iteration: 764 || Clusters count: 12 || Log posterior: -3697.5008426832974 || Iter Time:0.014691829681396484 || Total time:12.444397926330566 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 765 || Clusters count: 12 || Log posterior: -3743.680899053789 || Iter Time:0.011425971984863281 || Total time:12.45582389831543 Iteration: 766 || Clusters count: 12 || Log posterior: -3731.3650641123863 || Iter Time:0.015043020248413086 || Total time:12.470866918563843 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 767 || Clusters count: 12 || Log posterior: -3741.0149130322507 || Iter Time:0.011510133743286133 || Total time:12.482377052307129 Iteration: 768 || Clusters count: 12 || Log posterior: -3730.464607850178 || Iter Time:0.015136003494262695 || Total time:12.497513055801392 Loading and distributing data: 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Iteration: 780 || Clusters count: 14 || Log posterior: -3697.9516456583397 || Iter Time:0.016031980514526367 || Total time:12.672418594360352 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 781 || Clusters count: 15 || Log posterior: -3692.394995152221 || Iter Time:0.011841058731079102 || Total time:12.68425965309143 Iteration: 782 || Clusters count: 13 || Log posterior: -3682.8234520375768 || Iter Time:0.01664900779724121 || Total time:12.700908660888672 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 783 || Clusters count: 12 || Log posterior: -3674.047375285855 || Iter Time:0.008915185928344727 || Total time:12.709823846817017 Iteration: 784 || Clusters count: 12 || Log posterior: -3665.3793244681074 || Iter Time:0.011636972427368164 || Total time:12.721460819244385 Loading and distributing data: 0.000106 seconds (129 allocations: 13.195 KiB) Iteration: 785 || Clusters count: 12 || Log posterior: 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(129 allocations: 13.195 KiB) Iteration: 791 || Clusters count: 13 || Log posterior: -3724.018360972493 || Iter Time:0.008679866790771484 || Total time:12.788851499557495 Iteration: 792 || Clusters count: 13 || Log posterior: -3718.9313887922676 || Iter Time:0.010915994644165039 || Total time:12.79976749420166 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 793 || Clusters count: 12 || Log posterior: -3702.364921446779 || Iter Time:0.00824284553527832 || Total time:12.808010339736938 Iteration: 794 || Clusters count: 12 || Log posterior: -3687.4496625008737 || Iter Time:0.011322021484375 || Total time:12.819332361221313 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 795 || Clusters count: 12 || Log posterior: -3692.6710011251175 || Iter Time:0.009161949157714844 || Total time:12.828494310379028 Iteration: 796 || Clusters count: 12 || Log posterior: -3684.3248625443625 || Iter Time:0.010721206665039062 || 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Iteration: 813 || Clusters count: 12 || Log posterior: -3737.5359243602184 || Iter Time:0.0075321197509765625 || Total time:13.016352653503418 Iteration: 814 || Clusters count: 12 || Log posterior: -3730.9399776967407 || Iter Time:0.011101961135864258 || Total time:13.027454614639282 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 815 || Clusters count: 12 || Log posterior: -3724.193528715737 || Iter Time:0.009715080261230469 || Total time:13.037169694900513 Iteration: 816 || Clusters count: 12 || Log posterior: -3721.3786704877116 || Iter Time:0.017019987106323242 || Total time:13.054189682006836 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 817 || Clusters count: 12 || Log posterior: -3737.022120490431 || Iter Time:0.012414932250976562 || Total time:13.066604614257812 Iteration: 818 || Clusters count: 12 || Log posterior: -3723.6910770705736 || Iter Time:0.014878988265991211 || Total 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12 || Log posterior: -3701.6316212002175 || Iter Time:0.011384963989257812 || Total time:13.141069889068604 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 825 || Clusters count: 12 || Log posterior: -3695.9011700754704 || Iter Time:0.008723974227905273 || Total time:13.149793863296509 Iteration: 826 || Clusters count: 12 || Log posterior: -3688.0926393560967 || Iter Time:0.011480093002319336 || Total time:13.161273956298828 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 827 || Clusters count: 12 || Log posterior: -3684.885364305268 || Iter Time:0.009008169174194336 || Total time:13.170282125473022 Iteration: 828 || Clusters count: 12 || Log posterior: -3675.056829619177 || Iter Time:0.011121034622192383 || Total time:13.181403160095215 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 829 || Clusters count: 12 || Log posterior: -3702.363318948557 || Iter 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Iteration: 835 || Clusters count: 12 || Log posterior: -3696.2929259749076 || Iter Time:0.009221076965332031 || Total time:13.252186059951782 Iteration: 836 || Clusters count: 12 || Log posterior: -3684.37389791505 || Iter Time:0.012048006057739258 || Total time:13.264234066009521 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 837 || Clusters count: 12 || Log posterior: -3727.7705322728793 || Iter Time:0.00980997085571289 || Total time:13.274044036865234 Iteration: 838 || Clusters count: 12 || Log posterior: -3709.872836987902 || Iter Time:0.011744976043701172 || Total time:13.285789012908936 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 839 || Clusters count: 12 || Log posterior: -3755.909698865254 || Iter Time:0.008697032928466797 || Total time:13.294486045837402 Iteration: 840 || Clusters count: 12 || Log posterior: -3746.9765752755425 || Iter Time:0.029024124145507812 || Total 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|| Log posterior: -3665.5310948059287 || Iter Time:0.012090921401977539 || Total time:13.387408971786499 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 847 || Clusters count: 12 || Log posterior: -3675.0925021948005 || Iter Time:0.009608030319213867 || Total time:13.397017002105713 Iteration: 848 || Clusters count: 12 || Log posterior: -3674.213716403681 || Iter Time:0.011868000030517578 || Total time:13.40888500213623 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 849 || Clusters count: 12 || Log posterior: -3670.8686312291075 || Iter Time:0.008594989776611328 || Total time:13.417479991912842 Iteration: 850 || Clusters count: 12 || Log posterior: -3668.731288921167 || Iter Time:0.011605024337768555 || Total time:13.42908501625061 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 851 || Clusters count: 12 || Log posterior: -3686.405335199638 || Iter Time:0.009009122848510742 || Total time:13.438094139099121 Iteration: 852 || Clusters count: 12 || Log posterior: -3678.504097593426 || Iter Time:0.011506080627441406 || Total time:13.449600219726562 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 853 || Clusters count: 12 || Log posterior: -3731.6327716280953 || Iter Time:0.00883793830871582 || Total time:13.458438158035278 Iteration: 854 || Clusters count: 12 || Log posterior: -3727.0965241540453 || Iter Time:0.011339902877807617 || Total time:13.469778060913086 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 855 || Clusters count: 12 || Log posterior: -3737.673674073213 || Iter Time:0.008234977722167969 || Total time:13.478013038635254 Iteration: 856 || Clusters count: 12 || Log posterior: -3730.1352370654195 || Iter Time:0.012237071990966797 || Total time:13.49025011062622 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 857 || Clusters count: 12 || Log posterior: -3711.168377119629 || Iter Time:0.008625984191894531 || Total time:13.498876094818115 Iteration: 858 || Clusters count: 12 || Log posterior: -3708.9852548857384 || Iter Time:0.016724109649658203 || Total time:13.515600204467773 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 859 || Clusters count: 12 || Log posterior: -3711.9870923365947 || Iter Time:0.008254051208496094 || Total time:13.52385425567627 Iteration: 860 || Clusters count: 12 || Log posterior: -3700.8788723828407 || Iter Time:0.011609077453613281 || Total time:13.535463333129883 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 861 || Clusters count: 12 || Log posterior: -3658.3678701054673 || Iter Time:0.008491992950439453 || Total time:13.543955326080322 Iteration: 862 || Clusters count: 12 || Log posterior: -3655.7694317250493 || Iter Time:0.011077880859375 || Total 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-3691.4285402219753 || Iter Time:0.015330076217651367 || Total time:18.81775403022766 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1243 || Clusters count: 12 || Log posterior: -3689.682234550043 || Iter Time:0.012603044509887695 || Total time:18.83035707473755 Iteration: 1244 || Clusters count: 12 || Log posterior: -3683.169680425462 || Iter Time:0.020056962966918945 || Total time:18.850414037704468 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1245 || Clusters count: 12 || Log posterior: -3692.828259106419 || Iter Time:0.014933109283447266 || Total time:18.865347146987915 Iteration: 1246 || Clusters count: 12 || Log posterior: -3684.366714035451 || Iter Time:0.017342090606689453 || Total time:18.882689237594604 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1247 || Clusters count: 12 || Log posterior: -3696.104797489726 || Iter Time:0.01454305648803711 || 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12 || Log posterior: -3739.441039941878 || Iter Time:0.013180017471313477 || Total time:19.351465463638306 Iteration: 1276 || Clusters count: 12 || Log posterior: -3735.473513952665 || Iter Time:0.016683101654052734 || Total time:19.36814856529236 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1277 || Clusters count: 12 || Log posterior: -3734.151644828278 || Iter Time:0.011627912521362305 || Total time:19.37977647781372 Iteration: 1278 || Clusters count: 12 || Log posterior: -3732.593000295536 || Iter Time:0.015108108520507812 || Total time:19.39488458633423 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1279 || Clusters count: 12 || Log posterior: -3699.7473215635455 || Iter Time:0.010937929153442383 || Total time:19.40582251548767 Iteration: 1280 || Clusters count: 12 || Log posterior: -3698.2610072851044 || Iter Time:0.015018939971923828 || Total time:19.420841455459595 Loading and distributing 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12 || Log posterior: -3719.5489414515646 || Iter Time:0.011288166046142578 || Total time:19.640849351882935 Iteration: 1298 || Clusters count: 12 || Log posterior: -3715.919533326351 || Iter Time:0.0161440372467041 || Total time:19.65699338912964 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1299 || Clusters count: 12 || Log posterior: -3729.9173007924896 || Iter Time:0.012906789779663086 || Total time:19.6699001789093 Iteration: 1300 || Clusters count: 12 || Log posterior: -3722.8198877257178 || Iter Time:0.016098976135253906 || Total time:19.685999155044556 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1301 || Clusters count: 12 || Log posterior: -3692.385471719828 || Iter Time:0.012506961822509766 || Total time:19.698506116867065 Iteration: 1302 || Clusters count: 12 || Log posterior: -3689.1387698266803 || Iter Time:0.016230106353759766 || Total time:19.714736223220825 Loading and distributing 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Iteration: 1314 || Clusters count: 12 || Log posterior: -3662.8675380795707 || Iter Time:0.015863895416259766 || Total time:19.897235870361328 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1315 || Clusters count: 12 || Log posterior: -3701.0938178014326 || Iter Time:0.0116729736328125 || Total time:19.90890884399414 Iteration: 1316 || Clusters count: 12 || Log posterior: -3697.78353990231 || Iter Time:0.01509404182434082 || Total time:19.92400288581848 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1317 || Clusters count: 12 || Log posterior: -3721.632023358954 || Iter Time:0.011781930923461914 || Total time:19.935784816741943 Iteration: 1318 || Clusters count: 12 || Log posterior: -3711.677134527141 || Iter Time:0.015720844268798828 || Total time:19.951505661010742 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1319 || Clusters count: 12 || Log posterior: 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(129 allocations: 13.195 KiB) Iteration: 1325 || Clusters count: 12 || Log posterior: -3671.1833144326256 || Iter Time:0.03239607810974121 || Total time:20.070249557495117 Iteration: 1326 || Clusters count: 12 || Log posterior: -3662.44175021912 || Iter Time:0.015397071838378906 || Total time:20.085646629333496 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1327 || Clusters count: 13 || Log posterior: -3674.0530847411706 || Iter Time:0.011647939682006836 || Total time:20.097294569015503 Iteration: 1328 || Clusters count: 13 || Log posterior: -3674.0530847411706 || Iter Time:0.015423774719238281 || Total time:20.11271834373474 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1329 || Clusters count: 13 || Log posterior: -3666.4224804247583 || Iter Time:0.011101961135864258 || Total time:20.123820304870605 Iteration: 1330 || Clusters count: 13 || Log posterior: -3663.8969213860732 || Iter 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Iteration: 1336 || Clusters count: 12 || Log posterior: -3639.13683389258 || Iter Time:0.01629805564880371 || Total time:20.222609996795654 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1337 || Clusters count: 12 || Log posterior: -3647.1595558459476 || Iter Time:0.010822057723999023 || Total time:20.233432054519653 Iteration: 1338 || Clusters count: 12 || Log posterior: -3643.1266702384883 || Iter Time:0.01599597930908203 || Total time:20.249428033828735 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1339 || Clusters count: 12 || Log posterior: -3658.292618550414 || Iter Time:0.013897895812988281 || Total time:20.263325929641724 Iteration: 1340 || Clusters count: 12 || Log posterior: -3655.9458757296934 || Iter Time:0.016305923461914062 || Total time:20.279631853103638 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1341 || Clusters count: 13 || Log posterior: 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-3722.2181019535883 || Iter Time:0.01593303680419922 || Total time:21.43123722076416 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1419 || Clusters count: 12 || Log posterior: -3745.4307247351944 || Iter Time:0.011918067932128906 || Total time:21.44315528869629 Iteration: 1420 || Clusters count: 12 || Log posterior: -3735.077273033055 || Iter Time:0.015769004821777344 || Total time:21.458924293518066 Loading and distributing data: 0.000125 seconds (129 allocations: 13.195 KiB) Iteration: 1421 || Clusters count: 12 || Log posterior: -3756.2457649112844 || Iter Time:0.012121915817260742 || Total time:21.471046209335327 Iteration: 1422 || Clusters count: 12 || Log posterior: -3742.5194169733695 || Iter Time:0.017325162887573242 || Total time:21.4883713722229 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1423 || Clusters count: 12 || Log posterior: -3699.280498084056 || Iter Time:0.010423898696899414 || 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-3734.067523816181 || Iter Time:0.012295961380004883 || Total time:21.714082956314087 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1441 || Clusters count: 12 || Log posterior: -3706.618514429094 || Iter Time:0.010113000869750977 || Total time:21.724195957183838 Iteration: 1442 || Clusters count: 12 || Log posterior: -3699.293780933648 || Iter Time:0.012025117874145508 || Total time:21.736221075057983 Loading and distributing data: 0.000126 seconds (129 allocations: 13.195 KiB) Iteration: 1443 || Clusters count: 12 || Log posterior: -3703.5972294699513 || Iter Time:0.00923299789428711 || Total time:21.74545407295227 Iteration: 1444 || Clusters count: 12 || Log posterior: -3699.0820063653987 || Iter Time:0.012068986892700195 || Total time:21.75752305984497 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1445 || Clusters count: 12 || Log posterior: -3723.6650265724284 || Iter Time:0.00916290283203125 || 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-3657.602828723645 || Iter Time:0.01634502410888672 || Total time:22.923152685165405 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1529 || Clusters count: 12 || Log posterior: -3662.532381829039 || Iter Time:0.014503002166748047 || Total time:22.937655687332153 Iteration: 1530 || Clusters count: 12 || Log posterior: -3650.270740831915 || Iter Time:0.017588138580322266 || Total time:22.955243825912476 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1531 || Clusters count: 12 || Log posterior: -3682.888071218102 || Iter Time:0.014610052108764648 || Total time:22.96985387802124 Iteration: 1532 || Clusters count: 12 || Log posterior: -3678.924270094141 || Iter Time:0.018626928329467773 || Total time:22.988480806350708 Loading and distributing data: 0.000144 seconds (129 allocations: 13.195 KiB) Iteration: 1533 || Clusters count: 12 || Log posterior: -3669.6116335990623 || Iter Time:0.015234947204589844 || 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-3732.8662944194143 || Iter Time:0.014351129531860352 || Total time:23.25982093811035 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1551 || Clusters count: 12 || Log posterior: -3708.1352430142297 || Iter Time:0.011538982391357422 || Total time:23.27135992050171 Iteration: 1552 || Clusters count: 12 || Log posterior: -3698.7863324838986 || Iter Time:0.014925956726074219 || Total time:23.286285877227783 Loading and distributing data: 0.000121 seconds (129 allocations: 13.195 KiB) Iteration: 1553 || Clusters count: 12 || Log posterior: -3674.5730898087913 || Iter Time:0.013046026229858398 || Total time:23.29933190345764 Iteration: 1554 || Clusters count: 12 || Log posterior: -3659.014478577075 || Iter Time:0.016328096389770508 || Total time:23.315659999847412 Loading and distributing data: 0.000146 seconds (129 allocations: 13.195 KiB) Iteration: 1555 || Clusters count: 12 || Log posterior: -3661.4852931441987 || Iter Time:0.011915922164916992 || Total time:23.32757592201233 Iteration: 1556 || Clusters count: 12 || Log posterior: -3650.6326498855506 || Iter Time:0.015785932540893555 || Total time:23.343361854553223 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1557 || Clusters count: 12 || Log posterior: -3670.1208812280875 || Iter Time:0.012870073318481445 || Total time:23.356231927871704 Iteration: 1558 || Clusters count: 12 || Log posterior: -3661.0632456148332 || Iter Time:0.017016887664794922 || Total time:23.3732488155365 Loading and distributing data: 0.000136 seconds (129 allocations: 13.195 KiB) Iteration: 1559 || Clusters count: 12 || Log posterior: -3675.560103280985 || Iter Time:0.013527154922485352 || Total time:23.386775970458984 Iteration: 1560 || Clusters count: 12 || Log posterior: -3667.627907515378 || Iter Time:0.016870975494384766 || Total time:23.40364694595337 Loading and distributing data: 0.000157 seconds (129 allocations: 13.195 KiB) Iteration: 1561 || 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count: 11 || Log posterior: -3653.4492949621676 || Iter Time:0.010597944259643555 || Total time:26.911930322647095 Loading and distributing data: 0.000137 seconds (129 allocations: 13.195 KiB) Iteration: 1821 || Clusters count: 11 || Log posterior: -3692.77938121707 || Iter Time:0.008996963500976562 || Total time:26.92092728614807 Iteration: 1822 || Clusters count: 11 || Log posterior: -3684.7411247801424 || Iter Time:0.011013984680175781 || Total time:26.931941270828247 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1823 || Clusters count: 11 || Log posterior: -3672.216782666705 || Iter Time:0.008305072784423828 || Total time:26.94024634361267 Iteration: 1824 || Clusters count: 11 || Log posterior: -3671.820058264259 || Iter Time:0.009742021560668945 || Total time:26.94998836517334 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1825 || Clusters count: 11 || Log posterior: -3668.97073105267 || Iter 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KiB) Iteration: 1831 || Clusters count: 11 || Log posterior: -3700.170770343775 || Iter Time:0.007352113723754883 || Total time:27.011143445968628 Iteration: 1832 || Clusters count: 11 || Log posterior: -3692.140057513571 || Iter Time:0.009797096252441406 || Total time:27.02094054222107 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1833 || Clusters count: 11 || Log posterior: -3707.643968793397 || Iter Time:0.007796049118041992 || Total time:27.02873659133911 Iteration: 1834 || Clusters count: 11 || Log posterior: -3687.0210532166325 || Iter Time:0.010216951370239258 || Total time:27.03895354270935 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1835 || Clusters count: 11 || Log posterior: -3694.395761349252 || Iter Time:0.007885932922363281 || Total time:27.046839475631714 Iteration: 1836 || Clusters count: 11 || Log posterior: -3683.2319597116257 || Iter Time:0.010345935821533203 || Total 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count: 11 || Log posterior: -3633.6479540738233 || Iter Time:0.010334968566894531 || Total time:27.111805200576782 Loading and distributing data: 0.000127 seconds (129 allocations: 13.195 KiB) Iteration: 1843 || Clusters count: 11 || Log posterior: -3644.395903421185 || Iter Time:0.0077359676361083984 || Total time:27.11954116821289 Iteration: 1844 || Clusters count: 11 || Log posterior: -3640.1204281648434 || Iter Time:0.010553121566772461 || Total time:27.130094289779663 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1845 || Clusters count: 11 || Log posterior: -3677.6839647876145 || Iter Time:0.00830984115600586 || Total time:27.13840413093567 Iteration: 1846 || Clusters count: 11 || Log posterior: -3661.9151037110228 || Iter Time:0.010082006454467773 || Total time:27.148486137390137 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1847 || Clusters count: 11 || Log posterior: -3688.089770002596 || Iter Time:0.007340192794799805 || Total time:27.155826330184937 Iteration: 1848 || Clusters count: 11 || Log posterior: -3678.550434484996 || Iter Time:0.009838104248046875 || Total time:27.165664434432983 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1849 || Clusters count: 11 || Log posterior: -3683.0342032781264 || Iter Time:0.0071489810943603516 || Total time:27.172813415527344 Iteration: 1850 || Clusters count: 11 || Log posterior: -3678.202013974169 || Iter Time:0.009772062301635742 || Total time:27.18258547782898 Loading and distributing data: 0.000132 seconds (129 allocations: 13.195 KiB) Iteration: 1851 || Clusters count: 12 || Log posterior: -3706.4730070993865 || Iter Time:0.007302045822143555 || Total time:27.189887523651123 Iteration: 1852 || Clusters count: 12 || Log posterior: -3698.8914209907084 || Iter Time:0.009738922119140625 || Total time:27.199626445770264 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1853 || Clusters count: 12 || Log posterior: -3665.153422212097 || Iter Time:0.0068149566650390625 || Total time:27.206441402435303 Iteration: 1854 || Clusters count: 12 || Log posterior: -3658.327508599453 || Iter Time:0.009829044342041016 || Total time:27.216270446777344 Loading and distributing data: 0.000118 seconds (129 allocations: 13.195 KiB) Iteration: 1855 || Clusters count: 12 || Log posterior: -3660.8719793076843 || Iter Time:0.007588863372802734 || Total time:27.223859310150146 Iteration: 1856 || Clusters count: 12 || Log posterior: -3655.774830404728 || Iter Time:0.010627985000610352 || Total time:27.234487295150757 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1857 || Clusters count: 12 || Log posterior: -3665.299343512433 || Iter Time:0.007781982421875 || Total time:27.242269277572632 Iteration: 1858 || Clusters count: 12 || Log posterior: -3665.299343512433 || Iter Time:0.01058506965637207 || Total time:27.252854347229004 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1859 || Clusters count: 12 || Log posterior: -3696.184588383209 || Iter Time:0.007764101028442383 || Total time:27.260618448257446 Iteration: 1860 || Clusters count: 12 || Log posterior: -3686.496981652061 || Iter Time:0.010629892349243164 || Total time:27.27124834060669 Loading and distributing data: 0.000133 seconds (129 allocations: 13.195 KiB) Iteration: 1861 || Clusters count: 11 || Log posterior: -3686.300507979395 || Iter Time:0.009152889251708984 || Total time:27.2804012298584 Iteration: 1862 || Clusters count: 11 || Log posterior: -3686.300507979395 || Iter Time:0.010102033615112305 || Total time:27.29050326347351 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1863 || Clusters count: 11 || Log posterior: -3704.5846105544188 || Iter Time:0.007336139678955078 || Total time:27.297839403152466 Iteration: 1864 || Clusters count: 11 || Log posterior: -3695.8629500700927 || Iter Time:0.028836965560913086 || Total time:27.32667636871338 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1865 || Clusters count: 11 || Log posterior: -3727.7561082687653 || Iter Time:0.008864164352416992 || Total time:27.335540533065796 Iteration: 1866 || Clusters count: 11 || Log posterior: -3726.8387887944136 || Iter Time:0.010154962539672852 || Total time:27.34569549560547 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 1867 || Clusters count: 11 || Log posterior: -3685.284006882006 || Iter Time:0.007215023040771484 || Total time:27.35291051864624 Iteration: 1868 || Clusters count: 11 || Log posterior: -3685.284006882006 || Iter Time:0.0097808837890625 || Total time:27.362691402435303 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 1869 || Clusters count: 11 || Log posterior: -3660.2269422078525 || Iter Time:0.007575035095214844 || Total time:27.370266437530518 Iteration: 1870 || Clusters count: 11 || Log posterior: -3644.6867811291045 || Iter Time:0.01007699966430664 || Total time:27.380343437194824 Loading and distributing data: 0.000130 seconds (129 allocations: 13.195 KiB) Iteration: 1871 || Clusters count: 11 || Log posterior: -3667.855254775563 || Iter Time:0.007931947708129883 || Total time:27.388275384902954 Iteration: 1872 || Clusters count: 11 || Log posterior: -3656.6150019330316 || Iter Time:0.010113000869750977 || Total time:27.398388385772705 Loading and distributing data: 0.000115 seconds (129 allocations: 13.195 KiB) Iteration: 1873 || Clusters count: 11 || Log posterior: -3680.6984838052776 || Iter Time:0.0072460174560546875 || Total time:27.40563440322876 Iteration: 1874 || Clusters count: 11 || Log posterior: -3675.764785399909 || Iter Time:0.010393142700195312 || Total time:27.416027545928955 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1875 || Clusters count: 12 || Log posterior: -3693.7350496663503 || Iter Time:0.007766008377075195 || Total time:27.42379355430603 Iteration: 1876 || Clusters count: 11 || Log posterior: -3669.887263524412 || Iter Time:0.010102987289428711 || Total time:27.43389654159546 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1877 || Clusters count: 11 || Log posterior: -3658.237875565218 || Iter Time:0.006822109222412109 || Total time:27.44071865081787 Iteration: 1878 || Clusters count: 11 || Log posterior: -3655.5124235066046 || Iter Time:0.009426116943359375 || Total time:27.45014476776123 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1879 || Clusters count: 11 || Log posterior: -3694.9310510976297 || Iter Time:0.007360935211181641 || Total time:27.457505702972412 Iteration: 1880 || Clusters count: 11 || Log posterior: -3678.03118787198 || Iter Time:0.009811878204345703 || Total time:27.467317581176758 Loading and distributing data: 0.000109 seconds (129 allocations: 13.195 KiB) Iteration: 1881 || Clusters count: 12 || Log posterior: -3683.996505271242 || Iter Time:0.007772922515869141 || Total time:27.475090503692627 Iteration: 1882 || Clusters count: 12 || Log posterior: -3668.9660672149666 || Iter Time:0.010124921798706055 || Total time:27.485215425491333 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1883 || Clusters count: 12 || Log posterior: -3695.3913778614055 || Iter Time:0.007230043411254883 || Total time:27.492445468902588 Iteration: 1884 || Clusters count: 12 || Log posterior: -3687.096318592505 || Iter Time:0.00980997085571289 || Total time:27.5022554397583 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1885 || Clusters count: 12 || Log posterior: -3690.0421180829157 || Iter Time:0.007561922073364258 || Total time:27.509817361831665 Iteration: 1886 || Clusters count: 11 || Log posterior: -3690.4081810760695 || Iter Time:0.01061701774597168 || Total time:27.520434379577637 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 1887 || Clusters count: 11 || Log posterior: -3694.545049685488 || Iter Time:0.007363080978393555 || Total time:27.52779746055603 Iteration: 1888 || Clusters count: 11 || Log posterior: -3684.8061320755305 || Iter Time:0.010189056396484375 || Total time:27.537986516952515 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1889 || Clusters count: 11 || Log posterior: -3677.500701754135 || Iter Time:0.00780487060546875 || Total time:27.545791387557983 Iteration: 1890 || Clusters count: 11 || Log posterior: -3657.579247419234 || Iter Time:0.01040506362915039 || Total time:27.556196451187134 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1891 || Clusters count: 11 || Log posterior: -3688.4235462159577 || Iter Time:0.007987022399902344 || Total time:27.564183473587036 Iteration: 1892 || Clusters count: 11 || Log posterior: -3685.5137946527243 || Iter Time:0.010805845260620117 || Total time:27.574989318847656 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1893 || Clusters count: 11 || Log posterior: -3669.766967851443 || Iter Time:0.008115053176879883 || Total time:27.583104372024536 Iteration: 1894 || Clusters count: 11 || Log posterior: -3662.307733674301 || Iter Time:0.010792970657348633 || Total time:27.593897342681885 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1895 || Clusters count: 11 || Log posterior: -3664.4851881324707 || Iter Time:0.008299112319946289 || Total time:27.60219645500183 Iteration: 1896 || Clusters count: 11 || Log posterior: -3664.4851881324707 || Iter Time:0.010833024978637695 || Total time:27.61302947998047 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1897 || Clusters count: 11 || Log posterior: -3640.74657346586 || Iter Time:0.008032083511352539 || Total time:27.62106156349182 Iteration: 1898 || Clusters count: 11 || Log posterior: -3640.74657346586 || Iter Time:0.010434865951538086 || Total time:27.63149642944336 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 1899 || Clusters count: 11 || Log posterior: -3673.9031442972523 || Iter Time:0.00855112075805664 || Total time:27.640047550201416 Iteration: 1900 || Clusters count: 11 || Log posterior: -3665.607515608275 || Iter Time:0.010943889617919922 || Total time:27.650991439819336 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1901 || Clusters count: 12 || Log posterior: -3677.299721795498 || Iter Time:0.008893013000488281 || Total time:27.659884452819824 Iteration: 1902 || Clusters count: 11 || Log posterior: -3675.4476796487425 || Iter Time:0.01070713996887207 || Total time:27.670591592788696 Loading and distributing data: 0.000123 seconds (129 allocations: 13.195 KiB) Iteration: 1903 || Clusters count: 11 || Log posterior: -3650.3543629465275 || Iter Time:0.007770061492919922 || Total time:27.678361654281616 Iteration: 1904 || Clusters count: 11 || Log posterior: -3650.162562323321 || Iter Time:0.010277032852172852 || Total time:27.68863868713379 Loading and distributing data: 0.000119 seconds (129 allocations: 13.195 KiB) Iteration: 1905 || Clusters count: 11 || Log posterior: -3637.046641042318 || Iter Time:0.007176876068115234 || Total time:27.695815563201904 Iteration: 1906 || Clusters count: 11 || Log posterior: -3636.524100582815 || Iter Time:0.029435157775878906 || Total time:27.725250720977783 Loading and distributing data: 0.000116 seconds (129 allocations: 13.195 KiB) Iteration: 1907 || Clusters count: 11 || Log posterior: -3632.8721128394473 || Iter Time:0.0074079036712646484 || Total time:27.732658624649048 Iteration: 1908 || Clusters count: 11 || Log posterior: -3631.8633427028744 || Iter Time:0.010224103927612305 || Total time:27.74288272857666 Loading and distributing data: 0.000114 seconds (129 allocations: 13.195 KiB) Iteration: 1909 || Clusters count: 11 || Log posterior: -3648.9202370855023 || Iter Time:0.0078029632568359375 || Total time:27.750685691833496 Iteration: 1910 || Clusters count: 11 || Log posterior: -3643.160215141257 || Iter Time:0.010601997375488281 || Total time:27.761287689208984 Loading and distributing data: 0.000112 seconds (129 allocations: 13.195 KiB) Iteration: 1911 || Clusters count: 11 || Log posterior: -3706.6783625799258 || Iter Time:0.008067131042480469 || Total time:27.769354820251465 Iteration: 1912 || Clusters count: 11 || Log posterior: -3692.6049130181973 || Iter Time:0.010619163513183594 || Total time:27.77997398376465 Loading and distributing data: 0.000107 seconds (129 allocations: 13.195 KiB) Iteration: 1913 || Clusters count: 12 || Log posterior: -3688.435739477089 || Iter Time:0.008040904998779297 || Total time:27.788014888763428 Iteration: 1914 || Clusters count: 12 || Log posterior: -3680.2162436755625 || Iter Time:0.010351181030273438 || Total time:27.7983660697937 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 1915 || Clusters count: 12 || Log posterior: -3663.7417291577003 || Iter Time:0.0075261592864990234 || Total time:27.8058922290802 Iteration: 1916 || Clusters count: 12 || Log posterior: -3635.867561905838 || Iter Time:0.010320186614990234 || Total time:27.81621241569519 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 1917 || Clusters count: 12 || Log posterior: -3629.7319104791413 || Iter Time:0.007912874221801758 || Total time:27.824125289916992 Iteration: 1918 || Clusters count: 12 || Log posterior: -3620.082618571333 || Iter Time:0.00970005989074707 || Total time:27.83382534980774 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 1919 || Clusters count: 12 || Log posterior: -3653.9522771016223 || Iter Time:0.0066068172454833984 || Total time:27.840432167053223 Iteration: 1920 || Clusters count: 12 || Log posterior: -3648.660837493825 || Iter Time:0.009813070297241211 || Total time:27.850245237350464 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 1921 || Clusters count: 12 || Log posterior: -3692.995513331203 || Iter Time:0.007194042205810547 || Total time:27.857439279556274 Iteration: 1922 || Clusters count: 12 || Log posterior: -3676.8143023521848 || Iter Time:0.010061979293823242 || Total time:27.867501258850098 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1923 || Clusters count: 11 || Log posterior: -3722.327868737262 || Iter Time:0.007697105407714844 || Total time:27.875198364257812 Iteration: 1924 || Clusters count: 11 || Log posterior: -3716.8792591348365 || Iter Time:0.009963035583496094 || Total time:27.88516139984131 Loading and distributing data: 0.000101 seconds (129 allocations: 13.195 KiB) Iteration: 1925 || Clusters count: 11 || Log posterior: -3742.910418871609 || Iter Time:0.007609128952026367 || Total time:27.892770528793335 Iteration: 1926 || Clusters count: 11 || Log posterior: -3733.370730846117 || Iter Time:0.010150909423828125 || Total time:27.902921438217163 Loading and distributing data: 0.000134 seconds (129 allocations: 13.195 KiB) Iteration: 1927 || Clusters count: 11 || Log posterior: -3775.4562937416454 || Iter Time:0.008093833923339844 || Total time:27.911015272140503 Iteration: 1928 || Clusters count: 11 || Log posterior: -3766.155427097147 || Iter Time:0.010869979858398438 || Total time:27.9218852519989 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 1929 || Clusters count: 11 || Log posterior: -3747.684223621084 || Iter Time:0.0080108642578125 || Total time:27.929896116256714 Iteration: 1930 || Clusters count: 11 || Log posterior: -3734.6649027250933 || Iter Time:0.01080012321472168 || Total time:27.940696239471436 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 1931 || Clusters count: 11 || Log posterior: -3674.2607095391354 || Iter Time:0.00824117660522461 || Total time:27.94893741607666 Iteration: 1932 || Clusters count: 11 || Log posterior: -3658.528524554527 || Iter Time:0.01055288314819336 || Total time:27.959490299224854 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 1933 || Clusters count: 11 || Log posterior: -3640.646558999225 || Iter Time:0.00848388671875 || Total time:27.967974185943604 Iteration: 1934 || Clusters count: 11 || Log posterior: -3632.1247806677247 || Iter Time:0.011725902557373047 || Total time:27.979700088500977 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1935 || Clusters count: 11 || Log posterior: -3712.3017863569407 || Iter Time:0.00831913948059082 || Total time:27.988019227981567 Iteration: 1936 || Clusters count: 11 || Log posterior: -3712.2515243475095 || Iter Time:0.011157035827636719 || Total time:27.999176263809204 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 1937 || Clusters count: 11 || Log posterior: -3750.5563921760263 || Iter Time:0.008054018020629883 || Total time:28.007230281829834 Iteration: 1938 || Clusters count: 11 || Log posterior: -3730.071579741363 || Iter Time:0.010859966278076172 || Total time:28.01809024810791 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 1939 || Clusters count: 12 || Log posterior: -3695.994770473765 || Iter Time:0.008749961853027344 || Total time:28.026840209960938 Iteration: 1940 || Clusters count: 12 || Log posterior: -3688.861316122351 || Iter Time:0.010686159133911133 || Total time:28.03752636909485 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 1941 || Clusters count: 12 || Log posterior: -3713.3543937062586 || Iter Time:0.008054971694946289 || Total time:28.045581340789795 Iteration: 1942 || Clusters count: 12 || Log posterior: -3694.1423277597687 || Iter Time:0.010528087615966797 || Total time:28.05610942840576 Loading and distributing data: 0.000102 seconds (129 allocations: 13.195 KiB) Iteration: 1943 || Clusters count: 12 || Log posterior: -3696.319283193268 || Iter Time:0.007884025573730469 || Total time:28.063993453979492 Iteration: 1944 || Clusters count: 12 || Log posterior: -3684.788058041012 || Iter Time:0.01088404655456543 || Total time:28.074877500534058 Loading and distributing data: 0.000113 seconds (129 allocations: 13.195 KiB) Iteration: 1945 || Clusters count: 12 || Log posterior: -3663.3259529216516 || Iter Time:0.007976055145263672 || Total time:28.08285355567932 Iteration: 1946 || Clusters count: 12 || Log posterior: -3656.017069188944 || Iter Time:0.011250019073486328 || Total time:28.094103574752808 Loading and distributing data: 0.000108 seconds (129 allocations: 13.195 KiB) Iteration: 1947 || Clusters count: 11 || Log posterior: -3698.2007086927397 || Iter Time:0.00787806510925293 || Total time:28.10198163986206 Iteration: 1948 || Clusters count: 11 || Log posterior: -3694.7051943424767 || Iter Time:0.029710054397583008 || Total time:28.131691694259644 Loading and distributing data: 0.000122 seconds (129 allocations: 13.195 KiB) Iteration: 1949 || Clusters count: 11 || Log posterior: -3708.293566655084 || Iter Time:0.008218050003051758 || Total time:28.139909744262695 Iteration: 1950 || Clusters count: 11 || Log posterior: -3708.3589345147147 || Iter Time:0.010401010513305664 || Total time:28.150310754776 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 1951 || Clusters count: 11 || Log posterior: -3711.7626927712677 || Iter Time:0.008599996566772461 || Total time:28.158910751342773 Iteration: 1952 || Clusters count: 11 || Log posterior: -3702.2568362927987 || Iter Time:0.011172056198120117 || Total time:28.170082807540894 Loading and distributing data: 0.000110 seconds (129 allocations: 13.195 KiB) Iteration: 1953 || Clusters count: 11 || Log posterior: -3662.7023555720625 || Iter Time:0.007892131805419922 || Total time:28.177974939346313 Iteration: 1954 || Clusters count: 11 || Log posterior: -3655.8866640457113 || Iter Time:0.010673999786376953 || Total time:28.18864893913269 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 1955 || Clusters count: 11 || Log posterior: -3656.538528575227 || Iter Time:0.008193016052246094 || Total time:28.196841955184937 Iteration: 1956 || Clusters count: 11 || Log posterior: -3644.3232779438877 || Iter Time:0.010208845138549805 || Total time:28.207050800323486 Loading and distributing data: 0.000090 seconds (129 allocations: 13.195 KiB) Iteration: 1957 || Clusters count: 11 || Log posterior: -3669.7030244467924 || Iter Time:0.008021116256713867 || Total time:28.2150719165802 Iteration: 1958 || Clusters count: 11 || Log posterior: -3653.959855148264 || Iter Time:0.010892152786254883 || Total time:28.225964069366455 Loading and distributing data: 0.000120 seconds (129 allocations: 13.195 KiB) Iteration: 1959 || Clusters count: 11 || Log posterior: -3665.9151242567586 || Iter Time:0.008136987686157227 || Total time:28.234101057052612 Iteration: 1960 || Clusters count: 11 || Log posterior: -3661.9906705068306 || Iter Time:0.010542869567871094 || Total time:28.244643926620483 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 1961 || Clusters count: 11 || Log posterior: -3710.684048257995 || Iter Time:0.008046150207519531 || Total time:28.252690076828003 Iteration: 1962 || Clusters count: 11 || Log posterior: -3703.9552775061443 || Iter Time:0.010637044906616211 || Total time:28.26332712173462 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 1963 || Clusters count: 12 || Log posterior: -3712.922691489469 || Iter Time:0.00818490982055664 || Total time:28.271512031555176 Iteration: 1964 || Clusters count: 12 || Log posterior: -3705.695510675398 || Iter Time:0.010300159454345703 || Total time:28.28181219100952 Loading and distributing data: 0.000091 seconds (129 allocations: 13.195 KiB) Iteration: 1965 || Clusters count: 12 || Log posterior: -3700.1934888582946 || Iter Time:0.007497072219848633 || Total time:28.28930926322937 Iteration: 1966 || Clusters count: 11 || Log posterior: -3687.1793278326163 || Iter Time:0.010583162307739258 || Total time:28.29989242553711 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 1967 || Clusters count: 11 || Log posterior: -3671.4520560523365 || Iter Time:0.007532835006713867 || Total time:28.307425260543823 Iteration: 1968 || Clusters count: 11 || Log posterior: -3662.6540027898473 || Iter Time:0.009778022766113281 || Total time:28.317203283309937 Loading and distributing data: 0.000089 seconds (129 allocations: 13.195 KiB) Iteration: 1969 || Clusters count: 11 || Log posterior: -3692.7217766781837 || Iter Time:0.007258176803588867 || Total time:28.324461460113525 Iteration: 1970 || Clusters count: 11 || Log posterior: -3689.4787796046626 || Iter Time:0.010066032409667969 || Total time:28.334527492523193 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 1971 || Clusters count: 11 || Log posterior: -3717.128090595517 || Iter Time:0.007230043411254883 || Total time:28.34175753593445 Iteration: 1972 || Clusters count: 11 || Log posterior: -3710.8365309392966 || Iter Time:0.009804010391235352 || Total time:28.351561546325684 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 1973 || Clusters count: 11 || Log posterior: -3750.8103313473134 || Iter Time:0.008059978485107422 || Total time:28.35962152481079 Iteration: 1974 || Clusters count: 11 || Log posterior: -3742.6924830939265 || Iter Time:0.010661840438842773 || Total time:28.370283365249634 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 1975 || Clusters count: 11 || Log posterior: -3695.115130292251 || Iter Time:0.007853031158447266 || Total time:28.37813639640808 Iteration: 1976 || Clusters count: 11 || Log posterior: -3683.8802869560413 || Iter Time:0.010493993759155273 || Total time:28.388630390167236 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1977 || Clusters count: 11 || Log posterior: -3726.7807851877824 || Iter Time:0.00768589973449707 || Total time:28.396316289901733 Iteration: 1978 || Clusters count: 11 || Log posterior: -3718.428727160708 || Iter Time:0.010537147521972656 || Total time:28.406853437423706 Loading and distributing data: 0.000117 seconds (129 allocations: 13.195 KiB) Iteration: 1979 || Clusters count: 11 || Log posterior: -3764.884307210099 || Iter Time:0.007995843887329102 || Total time:28.414849281311035 Iteration: 1980 || Clusters count: 11 || Log posterior: -3759.0756780148927 || Iter Time:0.010682106018066406 || Total time:28.4255313873291 Loading and distributing data: 0.000095 seconds (129 allocations: 13.195 KiB) Iteration: 1981 || Clusters count: 11 || Log posterior: -3716.2518940982295 || Iter Time:0.008265972137451172 || Total time:28.433797359466553 Iteration: 1982 || Clusters count: 11 || Log posterior: -3711.4966609962134 || Iter Time:0.009799957275390625 || Total time:28.443597316741943 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 1983 || Clusters count: 11 || Log posterior: -3667.547119330132 || Iter Time:0.008159875869750977 || Total time:28.451757192611694 Iteration: 1984 || Clusters count: 11 || Log posterior: -3667.547119330132 || Iter Time:0.009434938430786133 || Total time:28.46119213104248 Loading and distributing data: 0.000095 seconds (129 allocations: 13.195 KiB) Iteration: 1985 || Clusters count: 11 || Log posterior: -3693.7022369974457 || Iter Time:0.00781702995300293 || Total time:28.469009160995483 Iteration: 1986 || Clusters count: 11 || Log posterior: -3683.751944793022 || Iter Time:0.009418010711669922 || Total time:28.478427171707153 Loading and distributing data: 0.000111 seconds (129 allocations: 13.195 KiB) Iteration: 1987 || Clusters count: 11 || Log posterior: -3709.438318069201 || Iter Time:0.0072879791259765625 || Total time:28.48571515083313 Iteration: 1988 || Clusters count: 11 || Log posterior: -3696.1982060013443 || Iter Time:0.009479999542236328 || Total time:28.495195150375366 Loading and distributing data: 0.000139 seconds (129 allocations: 13.195 KiB) Iteration: 1989 || Clusters count: 11 || Log posterior: -3700.3432306523027 || Iter Time:0.006762027740478516 || Total time:28.501957178115845 Iteration: 1990 || Clusters count: 11 || Log posterior: -3688.0065595837495 || Iter Time:0.02905106544494629 || Total time:28.53100824356079 Loading and distributing data: 0.000100 seconds (129 allocations: 13.195 KiB) Iteration: 1991 || Clusters count: 11 || Log posterior: -3693.3759217340216 || Iter Time:0.007961034774780273 || Total time:28.53896927833557 Iteration: 1992 || Clusters count: 11 || Log posterior: -3686.494537434547 || Iter Time:0.009891986846923828 || Total time:28.548861265182495 Loading and distributing data: 0.000095 seconds (129 allocations: 13.195 KiB) Iteration: 1993 || Clusters count: 11 || Log posterior: -3658.120103908026 || Iter Time:0.00810098648071289 || Total time:28.556962251663208 Iteration: 1994 || Clusters count: 11 || Log posterior: -3654.1697898940015 || Iter Time:0.010485172271728516 || Total time:28.567447423934937 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 1995 || Clusters count: 11 || Log posterior: -3688.97799895162 || Iter Time:0.008008956909179688 || Total time:28.575456380844116 Iteration: 1996 || Clusters count: 11 || Log posterior: -3680.2736243214185 || Iter Time:0.010373115539550781 || Total time:28.585829496383667 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 1997 || Clusters count: 11 || Log posterior: -3709.72972573052 || Iter Time:0.007800102233886719 || Total time:28.593629598617554 Iteration: 1998 || Clusters count: 11 || Log posterior: -3704.953566691663 || Iter Time:0.010545015335083008 || Total time:28.604174613952637 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 1999 || Clusters count: 11 || Log posterior: -3701.6475805353466 || Iter Time:0.007977008819580078 || Total time:28.612151622772217 Iteration: 2000 || Clusters count: 11 || Log posterior: -3691.412181063013 || Iter Time:0.010771989822387695 || Total time:28.622923612594604 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 2001 || Clusters count: 11 || Log posterior: -3702.8578622023188 || Iter Time:0.008071184158325195 || Total time:28.63099479675293 Iteration: 2002 || Clusters count: 11 || Log posterior: -3696.497774270231 || Iter Time:0.01094508171081543 || Total time:28.641939878463745 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 2003 || Clusters count: 11 || Log posterior: -3746.5254517074454 || Iter Time:0.008044958114624023 || Total time:28.64998483657837 Iteration: 2004 || Clusters count: 11 || Log posterior: -3737.1013643744386 || Iter Time:0.010548114776611328 || Total time:28.66053295135498 Loading and distributing data: 0.000097 seconds (129 allocations: 13.195 KiB) Iteration: 2005 || Clusters count: 11 || Log posterior: -3722.0846507990614 || Iter Time:0.007910013198852539 || Total time:28.668442964553833 Iteration: 2006 || Clusters count: 11 || Log posterior: -3716.444124908644 || Iter Time:0.010560035705566406 || Total time:28.6790030002594 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 2007 || Clusters count: 11 || Log posterior: -3673.4563960649148 || Iter Time:0.008082866668701172 || Total time:28.6870858669281 Iteration: 2008 || Clusters count: 11 || Log posterior: -3659.1016365285236 || Iter Time:0.010895967483520508 || Total time:28.69798183441162 Loading and distributing data: 0.000093 seconds (129 allocations: 13.195 KiB) Iteration: 2009 || Clusters count: 12 || Log posterior: -3656.4452600554796 || Iter Time:0.008194923400878906 || Total time:28.7061767578125 Iteration: 2010 || Clusters count: 12 || Log posterior: -3656.4452600554796 || Iter Time:0.010073184967041016 || Total time:28.71624994277954 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 2011 || Clusters count: 12 || Log posterior: -3700.365961312061 || Iter Time:0.007647991180419922 || Total time:28.72389793395996 Iteration: 2012 || Clusters count: 12 || Log posterior: -3692.9745060820196 || Iter Time:0.010322093963623047 || Total time:28.734220027923584 Loading and distributing data: 0.000099 seconds (129 allocations: 13.195 KiB) Iteration: 2013 || Clusters count: 12 || Log posterior: -3685.5293850257513 || Iter Time:0.007630825042724609 || Total time:28.74185085296631 Iteration: 2014 || Clusters count: 12 || Log posterior: -3683.9707424699955 || Iter Time:0.01059103012084961 || Total time:28.752441883087158 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 2015 || Clusters count: 12 || Log posterior: -3706.7562053767006 || Iter Time:0.008265018463134766 || Total time:28.760706901550293 Iteration: 2016 || Clusters count: 12 || Log posterior: -3691.717187368611 || Iter Time:0.010926961898803711 || Total time:28.771633863449097 Loading and distributing data: 0.000092 seconds (129 allocations: 13.195 KiB) Iteration: 2017 || Clusters count: 12 || Log posterior: -3699.9759736027454 || Iter Time:0.008105039596557617 || Total time:28.779738903045654 Iteration: 2018 || Clusters count: 12 || Log posterior: -3687.11839063061 || Iter Time:0.011013031005859375 || Total time:28.790751934051514 Loading and distributing data: 0.000096 seconds (129 allocations: 13.195 KiB) Iteration: 2019 || Clusters count: 12 || Log posterior: -3706.3032305151896 || Iter Time:0.00943303108215332 || Total time:28.800184965133667 Iteration: 2020 || Clusters count: 12 || Log posterior: -3705.5367756294454 || Iter Time:0.010637044906616211 || Total time:28.810822010040283 Loading and distributing data: 0.000103 seconds (129 allocations: 13.195 KiB) Iteration: 2021 || Clusters count: 12 || Log posterior: -3715.359481182296 || Iter Time:0.007821798324584961 || Total time:28.818643808364868 Iteration: 2022 || Clusters count: 12 || Log posterior: -3711.38524644382 || Iter Time:0.011295080184936523 || Total time:28.829938888549805 Loading and distributing data: 0.000105 seconds (129 allocations: 13.195 KiB) Iteration: 2023 || Clusters count: 11 || Log posterior: -3687.6350522921075 || Iter Time:0.008599996566772461 || Total time:28.838538885116577 Iteration: 2024 || Clusters count: 11 || Log posterior: -3679.2540625557685 || Iter Time:0.010603904724121094 || Total time:28.8491427898407 Loading and distributing data: 0.000094 seconds (129 allocations: 13.195 KiB) Iteration: 2025 || Clusters count: 11 || Log posterior: -3697.9328140830835 || Iter Time:0.007699012756347656 || Total time:28.856841802597046 Iteration: 2026 || Clusters count: 11 || Log posterior: -3687.788875003681 || Iter Time:0.009978055953979492 || Total time:28.866819858551025 Loading and distributing data: 0.000098 seconds (129 allocations: 13.195 KiB) Iteration: 2027 || Clusters count: 11 || Log posterior: -3699.2187500781756 || Iter Time:0.008933067321777344 || Total time:28.875752925872803 Iteration: 2028 || Clusters count: 11 || Log posterior: -3685.8796061988446 || Iter Time:0.010591983795166016 || Total time:28.88634490966797 Avg NMI: 0.8082729658282417 Full NMI: 0.8050660998159359 Test Summary: | Total Time Streaming Data NIW 3 | 0 1m06.9s Testing DPMMSubClustersStreaming tests passed Testing completed after 156.6s PkgEval succeeded after 256.93s